Charilaos Mylonas
Charilaos Mylonas
PhD Student ETH Zurich
Verified email at ibk.baug.ethz.ch
Title
Cited by
Cited by
Year
Fault diagnosis of wind turbine structures using decision tree learning algorithms with big data
I Abdallah, V Dertimanis, H Mylonas, K Tatsis, E Chatzi, N Dervilis, ...
Safety and Reliability–Safe Societies in a Changing World, 3053-3061, 2018
362018
UQLab user manual–Sensitivity analysis
S Marelli, C Lamas, B Sudret, K Konakli, C Mylonas
Report# UQLab-V1, 3-106, 2019
252019
Deep Unsupervised Learning For Condition Monitoring and Prediction of High Dimensional Data with Application on Windfarm SCADA Data
C Mylonas, I Abdallah, EN Chatzi
Model Validation and Uncertainty Quantification, Volume 3, 189-196, 2020
72020
UQLab user manual–Canonical low-rank approximations
K Konakli, C Mylonas, S Marelli, B Sudret
Technical report, Chair of Risk, Safety and Uncertainty Quantification, ETH …, 2019
32019
Surrogate Modelling For Fatigue Damage of Wind-Turbine Blades Using Polynomial Chaos Expansions And Non-Negative Matrix Factorization
C Mylonas, I Abdallah, E Chatzi
IABSE Symposium Vancouver 2017: Engineering the Future 109, 801-808, 2017
22017
Remaining Useful Life Estimation Under Uncertainty with Causal GraphNets
C Mylonas, E Chatzi
arXiv preprint arXiv:2011.11740, 2020
2020
A method to reduce model uncertainty by fusing the output from multiple stochastic simulators
I Abdallah, K Tatsis, C Mylonas, V Ntertimanis, E Chatzi
Journal of Physics: Conference Series 1618 (4), 042019, 2020
2020
WINDMIL-RTDT ERC Proof of Concept
I Abdallah, H Qu, C Mylonas, E Chatzi
ETH Zurich, 2020
2020
Data–Driven Remaining Useful Life Prediction for Anchor Fatigue
C Mylonas, I Abdallah, D Vieira, K Moisi, M Zientek, E Chatzi
IMAC 2020, 2020
2020
Deep Unsupervised Learning for Condition Monitoring and Prediction of High Dimensional Data with Application
C Mylonas, I Abdallah, EN Chatzi
Model Validation and Uncertainty Quantification, Volume 3: Proceedings of …, 2019
2019
DeepFarm: Deep Generative Modelling for Wind Farms
C Mylonas, I Abdallah, E Chatzi
10th Gene Golub SIAM Summerschool 2019: High Performable Data Analytics, 2019
2019
Crack detection through spatio-temporal pattern recognition
C Mylonas, I Abdallah, V Ntertimanis, E Chatzi
Engineering Mechanics Institute Conference (EMI 2018), 2018
2018
Multiscale Surrogate Modeling and Uncertainty Quantification for Periodic Composite Structures
C Mylonas, V Bemetz, E Chatzi
arXiv preprint arXiv:1707.04304, 2017
2017
Shape Optimization with Boundary Elements
C Mylonas
ETH) Zürich, Switzerland, 2015
2015
Analysis of networking characteristics of different personality types
M Charilaos
arXiv preprint arXiv:1406.3663, 2014
2014
DeepFarm: Deep Generative ModellingforWindFarms
C Mylonas, I Abdallah, E Chatzi
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